7,310
Views
804
CrossRef citations to date
0
Altmetric
Review Article

The potential and challenge of remote sensing‐based biomass estimation

Pages 1297-1328 | Received 04 Jan 2005, Accepted 14 Nov 2005, Published online: 22 Feb 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (103)

Yongjie Ji, Lu Wang, Wangfei Zhang, Armando Marino, Mengjin Wang, Jiamin Ma, Jianmin Shi, Qian Jing, Fuxiang Zhang, Han Zhao, Guoran Huang, Feifei Yang & Guoqing Wang. (2024) Forest above-ground biomass estimation using X, C, L, and P band SAR polarimetric observations and different inversion models. International Journal of Digital Earth 17:1.
Read now
Yiru Zhang, Binbin He, Rui Chen, Hongguo Zhang, Chunquan Fan, Jianpeng Yin & Yanxi Li. (2024) The potential of optical and SAR time-series data for the improvement of aboveground biomass carbon estimation in Southwestern China’s evergreen coniferous forests. GIScience & Remote Sensing 61:1.
Read now
Zhuomei Huang, Yichao Tian, Qiang Zhang, Youju Huang, Rundong Liu, Hu Huang, Guoqing Zhou, Jingzhen Wang, Jin Tao, Yongwei Yang, Yali Zhang, Junliang Lin, Yuxin Tan, Jingwen Deng & Hongxiu Liu. (2024) Estimating mangrove above-ground biomass at Maowei Sea, Beibu Gulf of China using machine learning algorithm with Sentinel-1 and Sentinel-2 data. Geocarto International 37:27, pages 15778-15805.
Read now
Dengsheng Lu & Xiandie Jiang. (2024) A brief overview and perspective of using airborne Lidar data for forest biomass estimation. International Journal of Image and Data Fusion 15:1, pages 1-24.
Read now
Marco Assiri, Anna Sartori, Antonio Persichetti, Cristiano Miele, Regine Anne Faelga, Tegan Blount & Sonia Silvestri. (2023) Leaf area index and aboveground biomass estimation of an alpine peatland with a UAV multi-sensor approach. GIScience & Remote Sensing 60:1.
Read now
Xingguang Yan, Jing Li, Andrew R. Smith, Di Yang, Tianyue Ma, YiTing Su & Jiahao Shao. (2023) Evaluation of machine learning methods and multi-source remote sensing data combinations to construct forest above-ground biomass models. International Journal of Digital Earth 16:2, pages 4471-4491.
Read now
Shuhong Qin, Hong Wang, Xiuneng Li, Jay Gao, Jiaxin Jin, Yongtao Li, Jinbo Lu, Pengyu Meng, Jing Sun, Zhenglin Song, Petar Donev & Zhangfeng Ma. (2023) Enhancing Landsat image based aboveground biomass estimation of black locust with scale bias-corrected LiDAR AGB map and stratified sampling. Geo-spatial Information Science 0:0, pages 1-14.
Read now
Marat Ishbulatov, Radik Mustafin, Rida Sultanova, Ilnur Miftakhov & Enric Galeev. (2023) Suitability of global remotely sensed data for assessing carbon stocks and fluxes: case study of the Bashkortostan carbon polygon. International Journal of Environmental Studies 0:0, pages 1-13.
Read now
Gebeyehu Abebe, Tsegaye Tadesse & Berhan Gessesse. (2023) Estimating Leaf Area Index and biomass of sugarcane based on Gaussian process regression using Landsat 8 and Sentinel 1A observations. International Journal of Image and Data Fusion 14:1, pages 58-88.
Read now
Robert N. Masolele, Veronique De Sy, Diego Marcos, Jan Verbesselt, Fabian Gieseke, Kalkidan Ayele Mulatu, Yitebitu Moges, Heiru Sebrala, Christopher Martius & Martin Herold. (2022) Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia. GIScience & Remote Sensing 59:1, pages 1446-1472.
Read now
Stephanie P. George-Chacón, David T. Milodowski, Juan Manuel Dupuy, Jean-François Mas, Mathew Williams, Miguel Angel Castillo-Santiago & José Luis Hernández-Stefanoni. (2022) Using satellite estimates of aboveground biomass to assess carbon stocks in a mixed-management, semi-deciduous tropical forest in the Yucatan Peninsula. Geocarto International 37:25, pages 7659-7680.
Read now
Batbileg Bayaraa, Akira Hirano, Myagmartseren Purevtseren, Battsengel Vandansambuu, Byambasuren Damdin & Enkhjargal Natsagdorj. (2022) Applicability of different vegetation indices for pasture biomass estimation in the north-central region of Mongolia. Geocarto International 37:25, pages 7415-7430.
Read now
Bongokuhle Sibiya, Romano Lottering & John Odindi. (2022) Utility of texture combinations computed from fused WorldView-2 imagery in discriminating commercial forest species. Geocarto International 37:23, pages 6915-6931.
Read now
Preet Lal, Amit Kumar, Purabi Saikia, Anup Das, C. Patnaik, Gajendra Kumar, A. C. Pandey, Parul Srivastava, C. S Dwivedi & M. L. Khan. (2022) Effect of vegetation structure on above ground biomass in tropical deciduous forests of Central India. Geocarto International 37:21, pages 6294-6310.
Read now
Biswajit Das, Santanu Kumar Patnaik, Reetashree Bordoloi, Ashish Paul & Om Prakash Tripathi. (2022) Prediction of forest aboveground biomass using an integrated approach of space-based parameters, and forest inventory data. Geology, Ecology, and Landscapes 0:0, pages 1-13.
Read now
Narissara Nuthammachot, Askar Askar, Dimitris Stratoulias & Pramaditya Wicaksono. (2022) Combined use of Sentinel-1 and Sentinel-2 data for improving above-ground biomass estimation. Geocarto International 37:2, pages 366-376.
Read now
Somayeh Izadi, Hormoz Sohrabi & Majid Jafari Khaledi. (2022) Estimation of coppice forest characteristics using spatial and non-spatial models and Landsat data. Journal of Spatial Science 67:1, pages 143-156.
Read now
Muluken N. Bazezew, Yousif A. Hussin, Evert H. Kloosterman, Ismail M. Hasmadi, Teshome Soromessa & Marian S. Adan. (2021) Factual approach for tropical forest parameters measurement and monitoring: future option with a focus on synergetic use of airborne and terrestrial LiDAR technologies. International Journal of Remote Sensing 42:9, pages 3219-3230.
Read now
Santa Pandit, Satoshi Tsuyuki & Timothy Dube. (2020) Exploring the inclusion of Sentinel-2 MSI texture metrics in above-ground biomass estimation in the community forest of Nepal. Geocarto International 35:16, pages 1832-1849.
Read now
Seyed Ali Sayedain, Yasser Maghsoudi & Sajjad Eini-Zinab. (2020) Assessing the use of cross-orbit Sentinel-1 images in land cover classification. International Journal of Remote Sensing 41:20, pages 7801-7819.
Read now
Reuben Lembani, Jasper Knight, Elhadi Adam & Felix Kanungwe Kalaba. (2020) Quantifying spatial-temporal changes of aboveground carbon stocks using Landsat time series data: A case study of Miombo woodlands. International Journal of Environmental Studies 77:4, pages 581-601.
Read now
Bambang H. Trisasongko & David Paull. (2020) A review of remote sensing applications in tropical forestry with a particular emphasis in the plantation sector. Geocarto International 35:3, pages 317-339.
Read now
Suman Sinha, Shiv Mohan, A. K. Das, L. K. Sharma, C. Jeganathan, A. Santra, S. Santra Mitra & M. S. Nathawat. (2020) Multi-sensor approach integrating optical and multi-frequency synthetic aperture radar for carbon stock estimation over a tropical deciduous forest in India. Carbon Management 11:1, pages 39-55.
Read now
Pema Wangda, Yousif A. Hussin, M.C. Bronsveld & Yogendra K. Karna. (2019) Species stratification and upscaling of forest carbon estimates to landscape scale using GeoEye-1 image and lidar data in sub-tropical forests of Nepal. International Journal of Remote Sensing 40:20, pages 7941-7965.
Read now
Salem Issa, Basam Dahy, Nazmi Saleous & Taoufik Ksiksi. (2019) Carbon stock assessment of date palm using remote sensing coupled with field-based measurements in Abu Dhabi (United Arab Emirates). International Journal of Remote Sensing 40:19, pages 7561-7580.
Read now
Boyan Li, Wei Wang, Liang Bai, Nengcheng Chen & Wei Wang. (2019) Estimation of aboveground vegetation biomass based on Landsat-8 OLI satellite images in the Guanzhong Basin, China. International Journal of Remote Sensing 40:10, pages 3927-3947.
Read now
Munkhdulam Otgonbayar, Clement Atzberger, Jonathan Chambers & Amarsaikhan Damdinsuren. (2019) Mapping pasture biomass in Mongolia using Partial Least Squares, Random Forest regression and Landsat 8 imagery. International Journal of Remote Sensing 40:8, pages 3204-3226.
Read now
Thuy Doan & Xulin Guo. (2019) Understanding Bison Carrying Capacity Estimation in Northern Great Plains Using Remote Sensing and GIS. Canadian Journal of Remote Sensing 45:2, pages 139-162.
Read now
Ya Li, Xiubo Yu, Qun Guo, Yu Liu, Shaoxia Xia, Guangshuai Zhang, Quanjun Zhang, Houlang Duan & Liang Zhao. (2019) Estimating the biomass of Carex cinerascens (Cyperaceae) in floodplain wetlands in Poyang Lake, China. Journal of Freshwater Ecology 34:1, pages 379-394.
Read now
Tien Dat Pham, Kunihiko Yoshino, Nga Nhu Le & Dieu Tien Bui. (2018) Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data. International Journal of Remote Sensing 39:22, pages 7761-7788.
Read now
Iveren B Chenge & Johnson SA Osho. (2018) Mapping tree aboveground biomass and carbon in Omo Forest Reserve Nigeria using Landsat 8 OLI data. Southern Forests: a Journal of Forest Science 80:4, pages 341-350.
Read now
Timothy Dube, Tawanda W. Gara, Onisimo Mutanga, Mbulisi Sibanda, Cletah Shoko, Amon Murwira, Mhosisi Masocha, Henry Ndaimani & Chipo M. Hatendi. (2018) Estimating forest standing biomass in savanna woodlands as an indicator of forest productivity using the new generation WorldView-2 sensor. Geocarto International 33:2, pages 178-188.
Read now
Xinyun Wang, Yige Guo, Jie He, Lingtong Du & Tianhua Hu. (2018) Estimation of forest aboveground biomass from HJ1B imagery using a canopy reflectance model and a forest growth model. Geocarto International 33:2, pages 148-162.
Read now
Birhanu Kebede & Teshome Soromessa. (2018) Allometric equations for aboveground biomass estimation of Olea europaea L. subsp. cuspidata in Mana Angetu Forest. Ecosystem Health and Sustainability 4:1, pages 1-12.
Read now
Fabrício L. Macedo, Adélia M. O. Sousa, Ana Cristina Gonçalves, José R. Marques da Silva, Paulo A. Mesquita & Ricardo A. F. Rodrigues. (2018) Above-ground biomass estimation for Quercus rotundifolia using vegetation indices derived from high spatial resolution satellite images. European Journal of Remote Sensing 51:1, pages 932-944.
Read now
Yunyun Feng, Dengsheng Lu, Qi Chen, Michael Keller, Emilio Moran, Maiza Nara dos-Santos, Edson Luis Bolfe & Mateus Batistella. (2017) Examining effective use of data sources and modeling algorithms for improving biomass estimation in a moist tropical forest of the Brazilian Amazon. International Journal of Digital Earth 10:10, pages 996-1016.
Read now
N. Asari, M. N. Suratman & J. Jaafar. (2017) Modelling and mapping of above ground biomass (AGB) of oil palm plantations in Malaysia using remotely-sensed data. International Journal of Remote Sensing 38:16, pages 4741-4764.
Read now
Ram Avtar, Pankaj Kumar, Akiko Oono, Chitresh Saraswat, Singay Dorji & Zarchi Hlaing. (2017) Potential application of remote sensing in monitoring ecosystem services of forests, mangroves and urban areas. Geocarto International 32:8, pages 874-885.
Read now
Subrata Nandy, Rajpal Singh, Surajit Ghosh, Taibanganba Watham, Satya Prakash Singh Kushwaha, Arumugam Senthil Kumar & Vinay Kumar Dadhwal. (2017) Neural network-based modelling for forest biomass assessment. Carbon Management 8:4, pages 305-317.
Read now
Irene Chrysafis, Giorgos Mallinis, Sofia Siachalou & Petros Patias. (2017) Assessing the relationships between growing stock volume and Sentinel-2 imagery in a Mediterranean forest ecosystem. Remote Sensing Letters 8:6, pages 508-517.
Read now
Qinghua Guo, Yanjun Su, Tianyu Hu, Xiaoqian Zhao, Fangfang Wu, Yumei Li, Jin Liu, Linhai Chen, Guangcai Xu, Guanghui Lin, Yi Zheng, Yiqiong Lin, Xiangcheng Mi, Lin Fei & Xugao Wang. (2017) An integrated UAV-borne lidar system for 3D habitat mapping in three forest ecosystems across China. International Journal of Remote Sensing 38:8-10, pages 2954-2972.
Read now
Shahbaz Baig, Waqas A. Qazi, Aqeela Mobeen Akhtar, Mirza Muhammad Waqar, Ahmad Ammar, Hammad Gilani & Syed Amer Mehmood. (2017) Above Ground Biomass Estimation of Dalbergia sissoo Forest Plantation from Dual-Polarized ALOS-2 PALSAR Data. Canadian Journal of Remote Sensing 43:3, pages 297-308.
Read now
Antoine Roumiguié, Grégoire Sigel, Hervé Poilvé, Bruno Bouchard, Anton Vrieling & Anne Jacquin. (2017) Insuring forage through satellites: testing alternative indices against grassland production estimates for France. International Journal of Remote Sensing 38:7, pages 1912-1939.
Read now
Kellie A. Uyeda, Douglas A. Stow, Dar A. Roberts & Philip J. Riggan. (2017) Combining ground-based measurements and MODIS-based spectral vegetation indices to track biomass accumulation in post-fire chaparral. International Journal of Remote Sensing 38:3, pages 728-741.
Read now
Jonathan V. Solórzano, Jorge A. Meave, J. Alberto Gallardo-Cruz, Edgar J. González & José Luis Hernández-Stefanoni. (2017) Predicting old-growth tropical forest attributes from very high resolution (VHR)-derived surface metrics. International Journal of Remote Sensing 38:2, pages 492-513.
Read now
Ram K. Deo, Matthew B. Russell, Grant M. Domke, Christopher W. Woodall, Michael J. Falkowski & Warren B. Cohen. (2017) Using Landsat Time-Series and LiDAR to Inform Aboveground Forest Biomass Baselines in Northern Minnesota, USA. Canadian Journal of Remote Sensing 43:1, pages 28-47.
Read now
Pablito M. López-Serrano, Carlos A. López-Sánchez, Juan G. Álvarez-González & Jorge García-Gutiérrez. (2016) A Comparison of Machine Learning Techniques Applied to Landsat-5 TM Spectral Data for Biomass Estimation. Canadian Journal of Remote Sensing 42:6, pages 690-705.
Read now
Liliana Perez, Trisalyn Nelson, Nicholas C. Coops, Fabio Fontana & C. Ronnie Drever. (2016) Characterization of spatial relationships between three remotely sensed indirect indicators of biodiversity and climate: a 21years' data series review across the Canadian boreal forest. International Journal of Digital Earth 9:7, pages 676-696.
Read now
Dengsheng Lu, Qi Chen, Guangxing Wang, Lijuan Liu, Guiying Li & Emilio Moran. (2016) A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems. International Journal of Digital Earth 9:1, pages 63-105.
Read now
Alyssa Endres, Giorgos Mountrakis, Huiran Jin, Wei Zhuang, Ioannis Manakos, John J. Wiley$suffix/text()$suffix/text() & Colin M. Beier. (2016) Relative importance analysis of Landsat, waveform LIDAR and PALSAR inputs for deciduous biomass estimation. European Journal of Remote Sensing 49:1, pages 795-807.
Read now
Jun Du, Zhibin He, Longfei Chen, Junjun Yang, Xi Zhu & Weijun Zhao. (2015) Integrating lidar with Landsat data for subalpine temperate forest aboveground carbon estimation. International Journal of Remote Sensing 36:23, pages 5767-5789.
Read now
Wenmei Li, Erxue Chen, Zengyuan Li, Yinghai Ke & Wenfeng Zhan. (2015) Forest aboveground biomass estimation using polarization coherence tomography and PolSAR segmentation. International Journal of Remote Sensing 36:2, pages 530-550.
Read now
Joachim Maack, Teja Kattenborn, Fabian Ewald Fassnacht, Fabian Enßle, Jaime Hernández, Patricio Corvalán & Barbara Koch. (2015) Modeling forest biomass using Very-High-Resolution data—Combining textural, spectral and photogrammetric predictors derived from spaceborne stereo images. European Journal of Remote Sensing 48:1, pages 245-261.
Read now
Tawanda W Gara, Amon Murwira, Emmerson Chivhenge, Timothy Dube & Tsitsi Bangira. (2014) Estimating wood volume from canopy area in deciduous woodlands of Zimbabwe. Southern Forests: a Journal of Forest Science 76:4, pages 237-244.
Read now
Chen Xu & Chaowei Yang. (2014) Introduction to big geospatial data research. Annals of GIS 20:4, pages 227-232.
Read now
Claudia Kuenzer, Marco Ottinger, Martin Wegmann, Huadong Guo, Changlin Wang, Jianzhong Zhang, Stefan Dech & Martin Wikelski. (2014) Earth observation satellite sensors for biodiversity monitoring: potentials and bottlenecks. International Journal of Remote Sensing 35:18, pages 6599-6647.
Read now
Minerva Singh, Yadvinder Malhi & Shonil Bhagwat. (2014) Biomass estimation of mixed forest landscape using a Fourier transform texture-based approach on very-high-resolution optical satellite imagery. International Journal of Remote Sensing 35:9, pages 3331-3349.
Read now
S.G. Evans, E.E. Small & K.M. Larson. (2014) Comparison of vegetation phenology in the western USA determined from reflected GPS microwave signals and NDVI. International Journal of Remote Sensing 35:9, pages 2996-3017.
Read now
Elhadi Adam, Onisimo Mutanga, Elfatih M. Abdel-Rahman & Riyad Ismail. (2014) Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression. International Journal of Remote Sensing 35:2, pages 693-714.
Read now
Dengsheng Lu, Guiying Li & Emilio Moran. (2014) Current situation and needs of change detection techniques. International Journal of Image and Data Fusion 5:1, pages 13-38.
Read now
Jing-Jing Zhou, Zhong Zhao, Jun Zhao, Qingxia Zhao, Fei Wang & Haize Wang. (2014) A comparison of three methods for estimating the LAI of black locust (Robinia pseudoacacia L.) plantations on the Loess Plateau, China. International Journal of Remote Sensing 35:1, pages 171-188.
Read now
Francesca Bottalico, Davide Travaglini, Gherardo Chirici, Marco Marchetti, Enrico Marchi, Susanna Nocentini & Piermaria Corona. (2014) Classifying silvicultural systems (coppices vs. high forests) in Mediterranean oak forests by Airborne Laser Scanning data. European Journal of Remote Sensing 47:1, pages 437-460.
Read now
Fei Li, Xufeng Wang, Jun Zhao, Xiaoqiang Zhang & Qianjun Zhao. (2013) A method for estimating the gross primary production of alpine meadows using MODIS and climate data in China. International Journal of Remote Sensing 34:23, pages 8280-8300.
Read now
ChrisS. Balzotti, DavidL. Webster, TimM. Murtha, StevenL. Petersen, RichardL. Burnett & RichardE. Terry. (2013) Modelling the ancient maize agriculture potential of landforms in Tikal National Park, Guatemala. International Journal of Remote Sensing 34:16, pages 5868-5891.
Read now
Yanhua Gao, Xinxin Liu, Chengcheng Min, Honglin He, Guirui Yu, Min Liu, Xudong Zhu & Qiao Wang. (2013) Estimation of the North–South Transect of Eastern China forest biomass using remote sensing and forest inventory data. International Journal of Remote Sensing 34:15, pages 5598-5610.
Read now
Ning Han, Huaqiang Du, Guomo Zhou, Xiaojun Xu, Ruirui Cui & Chengyan Gu. (2013) Spatiotemporal heterogeneity of Moso bamboo aboveground carbon storage with Landsat Thematic Mapper images: a case study from Anji County, China. International Journal of Remote Sensing 34:14, pages 4917-4932.
Read now
Tyas Mutiara Basuki, Andrew K. Skidmore, Yousif A. Hussin & Iris Van Duren. (2013) Estimating tropical forest biomass more accurately by integrating ALOS PALSAR and Landsat-7 ETM+ data. International Journal of Remote Sensing 34:13, pages 4871-4888.
Read now
Ram Avtar, Wataru Takeuchi & Haruo Sawada. (2013) Full polarimetric PALSAR-based land cover monitoring in Cambodia for implementation of REDD policies. International Journal of Digital Earth 6:3, pages 255-275.
Read now
EdwardT.A. Mitchard, Patrick Meir, CaseyM. Ryan, EmilyS. Woollen, Mathew Williams, LucyE. Goodman, JoeyA. Mucavele, Paul Watts, IainH. Woodhouse & SassanS. Saatchi. (2013) A novel application of satellite radar data: measuring carbon sequestration and detecting degradation in a community forestry project in Mozambique. Plant Ecology & Diversity 6:1, pages 159-170.
Read now
AlexandraC. Morel, JoshuaB. Fisher & Yadvinder Malhi. (2012) Evaluating the potential to monitor aboveground biomass in forest and oil palm in Sabah, Malaysia, for 2000–2008 with Landsat ETM+ and ALOS-PALSAR. International Journal of Remote Sensing 33:11, pages 3614-3639.
Read now
Christina Eisfelder, Claudia Kuenzer & Stefan Dech. (2012) Derivation of biomass information for semi-arid areas using remote-sensing data. International Journal of Remote Sensing 33:9, pages 2937-2984.
Read now
Ram Avtar, Haruo Sawada, Wataru Takeuchi & Gulab Singh. (2012) Characterization of forests and deforestation in Cambodia using ALOS/PALSAR observation. Geocarto International 27:2, pages 119-137.
Read now
Huaqiang Du, Guomo Zhou, Hongli Ge, Wenyi Fan, Xiaojun Xu, Weiliang Fan & Yongjun Shi. (2012) Satellite-based carbon stock estimation for bamboo forest with a non-linear partial least square regression technique. International Journal of Remote Sensing 33:6, pages 1917-1933.
Read now
PavelA. Propastin, MartinW. Kappas, StefanieM. Herrmann & ComptonJ. Tucker. (2012) Modified light use efficiency model for assessment of carbon sequestration in grasslands of Kazakhstan: combining ground biomass data and remote-sensing. International Journal of Remote Sensing 33:5, pages 1465-1487.
Read now
Shuang Li & Christopher Potter. (2012) Patterns of Aboveground Biomass Regeneration in Post-Fire Coastal Scrub Communities. GIScience & Remote Sensing 49:2, pages 182-201.
Read now
Qi-Sheng He, Chun-Xiang Cao, Er-Xue Chen, Guo-Qing Sun, Fei-Long Ling, Yong Pang, Hao Zhang, Wen-Jian Ni, Min Xu, Zeng-Yuan Li & Xiao-Wen Li. (2012) Forest stand biomass estimation using ALOS PALSAR data based on LiDAR-derived prior knowledge in the Qilian Mountain, western China. International Journal of Remote Sensing 33:3, pages 710-729.
Read now
Maxim Shoshany & Lev Karnibad. (2011) Mapping shrubland biomass along Mediterranean climatic gradients: The synergy of rainfall-based and NDVI-based models. International Journal of Remote Sensing 32:24, pages 9497-9508.
Read now
A. Psomas, M. Kneubühler, S. Huber, K. Itten & N. E. Zimmermann. (2011) Hyperspectral remote sensing for estimating aboveground biomass and for exploring species richness patterns of grassland habitats. International Journal of Remote Sensing 32:24, pages 9007-9031.
Read now
Cunjian Yang, He Huang & Siyuan Wang. (2011) Estimation of tropical forest biomass using Landsat TM imagery and permanent plot data in Xishuangbanna, China. International Journal of Remote Sensing 32:20, pages 5741-5756.
Read now
ColinJ. Gleason & Jungho Im. (2011) A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications. GIScience & Remote Sensing 48:2, pages 141-170.
Read now
Xiaojun Xu, Huaqiang Du, Guomo Zhou, Hongli Ge, Yongjun Shi, Yufeng Zhou, Weiliang Fan & Wenyi Fan. (2011) Estimation of aboveground carbon stock of Moso bamboo (Phyllostachys heterocycla var. pubescens) forest with a Landsat Thematic Mapper image. International Journal of Remote Sensing 32:5, pages 1431-1448.
Read now
AdamM. Wilson, JohnA. Silander, Alan Gelfand & JonathanH. Glenn. (2011) Scaling up: linking field data and remote sensing with a hierarchical model. International Journal of Geographical Information Science 25:3, pages 509-521.
Read now
Miaogen Shen, Jin Chen, Xiaolin Zhu, Yanhong Tang & Xuehong Chen. (2010) Do flowers affect biomass estimate accuracy from NDVI and EVI?. International Journal of Remote Sensing 31:8, pages 2139-2149.
Read now
H. Reese, M. Nilsson & H. Olsson. (2009) Comparison of Resourcesat-1 AWiFS and SPOT-5 data over managed boreal forest stands. International Journal of Remote Sensing 30:19, pages 4957-4978.
Read now
JohnJ. Riggins, JasonA. Tullis & FredM. Stephen. (2009) Per-segment Aboveground Forest Biomass Estimation Using LIDAR-Derived Height Percentile Statistics. GIScience & Remote Sensing 46:2, pages 232-248.
Read now
M. A. Cho & A. K. Skidmore. (2009) Hyperspectral predictors for monitoring biomass production in Mediterranean mountain grasslands: Majella National Park, Italy. International Journal of Remote Sensing 30:2, pages 499-515.
Read now
M. M. Rahman$suffix/text()$suffix/text(), E. Csaplovics & B. Koch. (2008) Satellite estimation of forest carbon using regression models. International Journal of Remote Sensing 29:23, pages 6917-6936.
Read now
David A Lutz, Robert A Washington-Allen & Herman H Shugart. (2008) Remote sensing of boreal forest biophysical and inventory parameters: a review. Canadian Journal of Remote Sensing 34:sup2, pages S286-S313.
Read now
. (2008) Full Issue in PDF / Numéro complet enform PDF. Canadian Journal of Remote Sensing 34:sup2, pages ii-S484.
Read now
B. St‐Onge, Y. Hu & C. Vega. (2008) Mapping the height and above‐ground biomass of a mixed forest using lidar and stereo Ikonos images. International Journal of Remote Sensing 29:5, pages 1277-1294.
Read now

Articles from other publishers (701)

Xiao-Liang Jin, Yu Liu & Xiu-Bo Yu. (2024) UAV-RGB-image-based aboveground biomass equation for planted forest in semi-arid Inner Mongolia, China. Ecological Informatics 81, pages 102574.
Crossref
Jiahui Chang & Chang Huang. (2024) Three decades of spatiotemporal dynamics in forest biomass density in the Qinba Mountains. Ecological Informatics 81, pages 102566.
Crossref
Tianli Pan, Huping Ye, Xinyu Zhang, Xiaohan Liao, Dongliang Wang, Dalai Bayin, Mustafo Safarov, Mekhrovar Okhonniyozov & Gulayozov Majid. (2024) Estimating aboveground biomass of grassland in central Asia mountainous areas using unmanned aerial vehicle vegetation indices and image textures – A case study of typical grassland in Tajikistan. Environmental and Sustainability Indicators 22, pages 100345.
Crossref
Zihao Liu, Tianbao Huang, Xiaoli Zhang, Yong Wu, Xiongwei Xu, Zhenhui Wang, Fuyan Zou, Chen Zhang, Can Xu & Guanglong Ou. (2024) Interacting Sentinel-2A, Sentinel 1A, and GF-2 Imagery to Improve the Accuracy of Forest Aboveground Biomass Estimation in a Dry-Hot Valley. Forests 15:4, pages 731.
Crossref
F. Saygın, H. Aksoy, P. Alaboz, M. Birol & O. Dengiz. (2024) Estimation of soil erodability parameters based on different machine algorithms integrated with remote sensing techniques. International Journal of Environmental Science and Technology.
Crossref
Yam Bahadur KC, Qijing Liu, Pradip Saud, Chang Xu, Damodar Gaire & Hari Adhikari. (2024) Driving Factors and Spatial Distribution of Aboveground Biomass in the Managed Forest in the Terai Region of Nepal. Forests 15:4, pages 663.
Crossref
Jigme Thinley, Catherine Pickering & Christopher Ndehedehe. (2024) Using vegetation and chlorophyll indices to model above ground biomass over time in an urban arboretum in subtropical queensland. Remote Sensing Applications: Society and Environment 34, pages 101202.
Crossref
Rowan Naicker, Onisimo Mutanga, Kabir Peerbhay & Omosalewa Odebiri. (2024) Estimating high-density aboveground biomass within a complex tropical grassland using Worldview-3 imagery. Environmental Monitoring and Assessment 196:4.
Crossref
Jingjing Liu & Yuzhen Zhang. (2024) A Multi-Scale Forest Above-Ground Biomass Mapping Approach: Employing a Step-by-Step Spatial Downscaling Method with Bias-Corrected Ensemble Machine Learning. Remote Sensing 16:7, pages 1228.
Crossref
Ao Sui & Wenyi Fan. (2024) Inversion of Boreal Forest Height Using the CRITIC Weighted Least Squares Three-Stage Temporal Decorrelation Iterative Algorithm. Remote Sensing 16:7, pages 1137.
Crossref
Jiaqi Cheng, Xuexia Zhang, Jianjun Zhang, Yanni Zhang, Yawei Hu, Jiongchang Zhao & Yang Li. (2024) Estimating the Aboveground Biomass of Robinia pseudoacacia Based on UAV LiDAR Data. Forests 15:3, pages 548.
Crossref
Yonglei Shi, Zhihui Wang, Guojun Zhang, Xiaoyan Wei, Wentao Ma & Haoran Yu. (2024) Evaluating the Research Status of the Remote Sensing-Mediated Monitoring of Forest Biomass: A Bibliometric Analysis of WOS. Forests 15:3, pages 524.
Crossref
Stefan Oehmcke, Lei Li, Katerina Trepekli, Jaime C. Revenga, Thomas Nord-Larsen, Fabian Gieseke & Christian Igel. (2024) Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR. Remote Sensing of Environment 302, pages 113968.
Crossref
Mohammad Qasim & Elmar Csaplovics. (2024) AGB estimation using Sentinel-2 and Sentinel-1 datasets. Environmental Monitoring and Assessment 196:3.
Crossref
Amy Mizen, Daniel A. Thompson, Alan Watkins, Ashley Akbari, Joanne K. Garrett, Rebecca Geary, Rebecca Lovell, Ronan A. Lyons, Mark Nieuwenhuijsen, Sarah C. Parker, Francis M. Rowney, Jiao Song, Gareth Stratton, Benedict W. Wheeler, James White, Mathew P. White, Sue Williams, Sarah E. Rodgers & Richard Fry. (2024) The use of Enhanced Vegetation Index for assessing access to different types of green space in epidemiological studies. Journal of Exposure Science & Environmental Epidemiology.
Crossref
Faseela V. Sainuddin, Guljar Malek, Ankur Rajwadi, Padamnabhi S. Nagar, Smitha V. Asok & C. Sudhakar Reddy. (2024) Estimating Above-Ground Biomass of the Regional Forest Landscape of Northern Western Ghats Using Machine Learning Algorithms and Multi-sensor Remote Sensing Data. Journal of the Indian Society of Remote Sensing.
Crossref
Tana Qian, Makoto Ooba, Minoru Fujii, Takanori Matsui, Chihiro Haga, Akiko Namba & Shogo Nakamura. (2024) Estimation of Forest Residual Biomass for Bioelectricity Utilization towards Carbon Neutrality Based on Sentinel-2A Multi-Temporal Images: A Case Study of Aizu Region of Fukushima, Japan. Remote Sensing 16:4, pages 706.
Crossref
Lingjun Zhang, Yinyin Zhao, Chao Chen, Xuejian Li, Fangjie Mao, Lujin Lv, Jiacong Yu, Meixuan Song, Lei Huang, Jinjin Chen, Zhaodong Zheng & Huaqiang Du. (2024) UAV-LiDAR Integration with Sentinel-2 Enhances Precision in AGB Estimation for Bamboo Forests. Remote Sensing 16:4, pages 705.
Crossref
Yam Bahadur KC, Qijing Liu, Pradip Saud, Damodar Gaire & Hari Adhikari. (2024) Estimation of Above-Ground Forest Biomass in Nepal by the Use of Airborne LiDAR, and Forest Inventory Data. Land 13:2, pages 213.
Crossref
Na Chen, Nandin-Erdene Tsendbazar, Daniela Requena Suarez, Celso H.L. Silva-Junior, Jan Verbesselt & Martin Herold. (2024) Revealing the spatial variation in biomass uptake rates of Brazil’s secondary forests. ISPRS Journal of Photogrammetry and Remote Sensing 208, pages 233-244.
Crossref
Taiyong Ma, Chao Zhang, Liping Ji, Zheng Zuo, Mukete Beckline, Yang Hu, Xiaojuan Li & Xiangming Xiao. (2024) Development of forest aboveground biomass estimation, its problems and future solutions: A review. Ecological Indicators 159, pages 111653.
Crossref
Bo Wang, Yao Chen, Zhijun Yan & Weiwei Liu. (2024) Integrating Remote Sensing Data and CNN-LSTM-Attention Techniques for Improved Forest Stock Volume Estimation: A Comprehensive Analysis of Baishanzu Forest Park, China. Remote Sensing 16:2, pages 324.
Crossref
佳琴 傅. (2024) Advance of Forest Aboveground Biomass and Its Driving Factors. World Journal of Forestry 13:02, pages 107-117.
Crossref
Sami Najem, Nicolas Baghdadi, Hassan Bazzi, Nathalie Lalande & Laurent Bouchet. (2024) Detection and Mapping of Cover Crops Using Sentinel-1 SAR Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 1446-1461.
Crossref
Mikka Parag, Romano Lottering, Kabir Peerbhay, Naeem Agjee & Nitesh Poona. (2024) The use of synthetic aperture radar technology for crop biomass monitoring: A systematic review. Remote Sensing Applications: Society and Environment 33, pages 101107.
Crossref
Zulqarnain Satti, Muhammad Naveed, Muhammad Shafeeque & Lanhai Li. (2024) Investigating the impact of climate change on trend shifts of vegetation growth in Gilgit Baltistan. Global and Planetary Change 232, pages 104341.
Crossref
Ana Cristina Gonçalves. 2024. Forest Bioenergy. Forest Bioenergy 121 146 .
Zhao Chen, Zhibin Sun, Huaiqing Zhang, Huacong Zhang & Hanqing Qiu. (2023) Aboveground Forest Biomass Estimation Using Tent Mapping Atom Search Optimized Backpropagation Neural Network with Landsat 8 and Sentinel-1A Data. Remote Sensing 15:24, pages 5653.
Crossref
E. A. Terekhin. (2024) Relationships between Forest-Stand Parameters and Sentinel‑2 Spectral Reflectance in the Central Russian Forest–Steppe. Cosmic Research 61:S1, pages S60-S70.
Crossref
A. A. Vypritskiy & V. G. Yuferev. (2024) Geoinformation Analysis of the Impact of State Protective Forest Belts on the Productivity of Agricultural Land. Izvestiya, Atmospheric and Oceanic Physics 59:10, pages 1465-1473.
Crossref
Jan Bryan M. Encabo, Marcos R. C. Cordeiro, Nasem Badreldin, Emma J. McGeough & David Walker. (2023) Assessment of remotely sensed inventories for land cover classification of public grasslands in Manitoba, Canada. Grass and Forage Science 78:4, pages 590-601.
Crossref
Ruiqi Zhao, Wenjian Ni, Zhiyu Zhang, Huabing Dai, Chengling Yang, Zhen Li, Yao Liang, Qingwang Liu, Yong Pang, Zengyuan Li & Guoqing Sun. (2023) Optimizing ground photons for canopy height extraction from ICESat-2 data in mountainous dense forests. Remote Sensing of Environment 299, pages 113851.
Crossref
Monde Rapiya, Abel Ramoelo & Wayne Truter. (2023) Seasonal evaluation and mapping of aboveground biomass in natural rangelands using Sentinel-1 and Sentinel-2 data. Environmental Monitoring and Assessment 195:12.
Crossref
Georgios Zagalikis. 2023. Geographic Information Systems - Data Science Approach. Geographic Information Systems - Data Science Approach.
Li Chen, Hui Lin, Jiangping Long, Zhaohua Liu, Peisong Yang & Tingchen Zhang. (2023) Evaluating the Transferability of Spectral Variables and Prediction Models for Mapping Forest Aboveground Biomass Using Transfer Learning Methods. Remote Sensing 15:22, pages 5358.
Crossref
Mohammad Qasim, Elmar Csaplovics & Mike Harvey Salazar Villegas. (2023) Forest biomass assessment combining field inventorying and remote sensing data. Open Geosciences 15:1.
Crossref
Ogbue Chukwuka, Igboeli Emeka, Yahaya Ibrahim, Yeneayehu Fenetahun, You Yuan & Wang Yongdong. (2023) Remote sensing approach in evaluating anthropogenic impacts on the spatiotemporal changes in net primary productivity of the Niger river basin, from 2000 to 2020. Heliyon 9:11, pages e21246.
Crossref
Jochem Verrelst, Andrej Halabuk, Clement Atzberger, Tobias Hank, Stefanie Steinhauser & Katja Berger. (2023) A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy. Ecological Indicators 155, pages 110911.
Crossref
Donato Amitrano, Giovanni Giacco, Stefano Marrone, Antonio Elia Pascarella, Mattia Rigiroli & Carlo Sansone. (2023) Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction. Remote Sensing 15:21, pages 5138.
Crossref
Mike H. Salazar Villegas, Mohammad Qasim, Elmar Csaplovics, Roy González-Martinez, Susana Rodriguez-Buritica, Lisette N. Ramos Abril & Billy Salazar Villegas. (2023) Examining the Potential of Sentinel Imagery and Ensemble Algorithms for Estimating Aboveground Biomass in a Tropical Dry Forest. Remote Sensing 15:21, pages 5086.
Crossref
Abraham Aidoo Borsah, Majid Nazeer & Man Sing Wong. (2023) LIDAR-Based Forest Biomass Remote Sensing: A Review of Metrics, Methods, and Assessment Criteria for the Selection of Allometric Equations. Forests 14:10, pages 2095.
Crossref
Milad Vahidi, Sanaz Shafian, Summer Thomas & Rory Maguire. (2023) Estimation of Bale Grazing and Sacrificed Pasture Biomass through the Integration of Sentinel Satellite Images and Machine Learning Techniques. Remote Sensing 15:20, pages 5014.
Crossref
Reneilwe Maake, Onisimo Mutanga, George Chirima & Mbulisi Sibanda. (2023) Quantifying Aboveground Grass Biomass Using Space-Borne Sensors: A Meta-Analysis and Systematic Review. Geomatics 3:4, pages 478-500.
Crossref
Antonín Kusbach, Petr Dujka, Jan Šebesta, Petr Lukeš, R.J. DeRose & Petr Maděra. (2023) Ecological classification can help with assisted plant migration in forestry, nature conservation, and landscape planning. Forest Ecology and Management 546, pages 121349.
Crossref
Nitu Wu, Luís Guilherme Teixeira Crusiol, Guixiang Liu, Deji Wuyun & Guodong Han. (2023) Comparing the performance of machine learning algorithms for estimating aboveground biomass in typical steppe of northern China using Sentinel imageries. Ecological Indicators 154, pages 110723.
Crossref
Peng Mao, Biqian Jiang, Zhe Shi, Yang He, Tianhao Shen & Guo Yu Qiu. (2023) Effects of UAV flight height on biomass estimation of desert shrub communities. Ecological Indicators 154, pages 110698.
Crossref
Fateme Namazi, Mehdi Ezoji & Ebadat Ghanbari Parmehr. (2023) Paddy Rice mapping in fragmented lands by improved phenology curve and correlation measurements on Sentinel-2 imagery in Google earth engine. Environmental Monitoring and Assessment 195:10.
Crossref
Sharareh Akbarian, Chengyuan Xu, Weijin Wang, Stephen Ginns & Samsung Lim. (2023) An investigation on the best-fit models for sugarcane biomass estimation by linear mixed-effect modelling on unmanned aerial vehicle-based multispectral images: A case study of Australia. Information Processing in Agriculture 10:3, pages 361-376.
Crossref
Chaoqing Chen, Yunrun He, Jialong Zhang, Dongfan Xu, Dongyang Han, Yi Liao, Libin Luo, Chenkai Teng & Tangyan Yin. (2023) Estimation of Above-Ground Biomass for Pinus densata Using Multi-Source Time Series in Shangri-La Considering Seasonal Effects. Forests 14:9, pages 1747.
Crossref
Yifan Hu, Yonghui Nie, Zhihui Liu, Guoming Wu & Wenyi Fan. (2023) Improving the Potential of Coniferous Forest Aboveground Biomass Estimation by Integrating C- and L-Band SAR Data with Feature Selection and Non-Parametric Model. Remote Sensing 15:17, pages 4194.
Crossref
Eric L Bullock, Sean P Healey, Zhiqiang Yang, Regino Acosta, Hermelinda Villalba, Katherin Patricia Insfrán, Joana B Melo, Sylvia Wilson, Laura Duncanson, Erik Næsset, John Armston, Svetlana Saarela, Göran Ståhl, Paul L Patterson & Ralph Dubayah. (2023) Estimating aboveground biomass density using hybrid statistical inference with GEDI lidar data and Paraguay’s national forest inventory. Environmental Research Letters 18:8, pages 085001.
Crossref
Tien Dat Pham, Nam Thang Ha, Neil Saintilan, Andrew Skidmore, Duong Cao Phan, Nga Nhu Le, Hung Luu Viet, Wataru Takeuchi & Daniel A. Friess. (2023) Advances in Earth observation and machine learning for quantifying blue carbon. Earth-Science Reviews 243, pages 104501.
Crossref
Jack W. Lodge, Andrew P. Dansie & Fiona Johnson. (2023) A review of globally available data sources for modelling the Water-Energy-Food Nexus. Earth-Science Reviews 243, pages 104485.
Crossref
Rula Sa & Wenyi Fan. (2023) Estimation of Forest Parameters in Boreal Artificial Coniferous Forests Using Landsat 8 and Sentinel-2A. Remote Sensing 15:14, pages 3605.
Crossref
Tianbao Huang, Guanglong Ou, Yong Wu, Xiaoli Zhang, Zihao Liu, Hui Xu, Xiongwei Xu, Zhenghui Wang & Can Xu. (2023) Estimating the Aboveground Biomass of Various Forest Types with High Heterogeneity at the Provincial Scale Based on Multi-Source Data. Remote Sensing 15:14, pages 3550.
Crossref
Dung Ngo, Hoi Nguyen, Khanh Nguyen, Cuong Dang, Hieu Nguyen, Ngoc Dang & Thanh Pham. (2023) Application of multispectral UAV to estimate mangrove biomass in Vietnam: A case study in Dong Rui commune, Quang Ninh Province. One Ecosystem 8.
Crossref
Xin Li, Xincheng Wang, Yuanfeng Gao, Jiuhao Wu, Renxi Cheng, Donghao Ren, Qing Bao, Ting Yun, Zhixiang Wu, Guishui Xie & Bangqian Chen. (2023) Comparison of Different Important Predictors and Models for Estimating Large-Scale Biomass of Rubber Plantations in Hainan Island, China. Remote Sensing 15:13, pages 3447.
Crossref
Edward A. Velasco Pereira, María A. Varo Martínez, Francisco J. Ruiz Gómez & Rafael M. Navarro-Cerrillo. (2023) Temporal Changes in Mediterranean Pine Forest Biomass Using Synergy Models of ALOS PALSAR-Sentinel 1-Landsat 8 Sensors. Remote Sensing 15:13, pages 3430.
Crossref
A. A. Vypritskiy & V. G. Yuferev. (2023) Geoinformation Analysis of the Impact of State Protective Forest Belts on the Productivity of Agricultural Land. Исследования Земли из космоса 2023:4, pages 60-71.
Crossref
Yongji Zhu, Jikai Liu, Xinyu Tao, Xiangxiang Su, Wenyang Li, Hainie Zha, Wenge Wu & Xinwei Li. (2023) A Three-Dimensional Conceptual Model for Estimating the Above-Ground Biomass of Winter Wheat Using Digital and Multispectral Unmanned Aerial Vehicle Images at Various Growth Stages. Remote Sensing 15:13, pages 3332.
Crossref
Nitu Wu, Guixiang Liu, Deji Wuyun, Bole Yi, Wala Du & Guodong Han. (2023) Spatial-Temporal Characteristics and Driving Forces of Aboveground Biomass in Desert Steppes of Inner Mongolia, China in the Past 20 Years. Remote Sensing 15:12, pages 3097.
Crossref
Zhaohua Liu, Jiangping Long, Hui Lin, Xiaodong Xu, Hao Liu, Tingchen Zhang, Zilin Ye & Peisong Yang. (2023) Combination Strategies of Variables with Various Spatial Resolutions Derived from GF-2 Images for Mapping Forest Stock Volume. Forests 14:6, pages 1175.
Crossref
Ananta Poudel, Him Lal Shrestha, Niraj Mahat, Garima Sharma, Sahara Aryal, Rupesh Kalakheti & Basanta Lamsal. (2023) Modeling and Mapping of Aboveground Biomass and Carbon Stock Using Sentinel-2 Imagery in Chure Region, Nepal. International Journal of Forestry Research 2023, pages 1-12.
Crossref
Mengjin Wang, Wangfei Zhang, Yongjie Ji, Armando Marino, Kunpeng Xu, Lei Zhao, Jianmin Shi & Han Zhao. (2023) Aboveground Biomass Retrieval in Tropical and Boreal Forests Using L-Band Airborne Polarimetric Observations. Forests 14:5, pages 887.
Crossref
İzzet GÜVERÇİN & Alkan GÜNLÜ. (2023) Saf Kızılçam (Pinus brutia Ten.) Meşcerelerinde Aktif ve Pasif Uydu Görüntüleri Kullanılarak Topraküstü Biyokütlenin Tahmin Edilmesi (Anamur Orman İşletme Şefliği Örneği)Estimating Aboveground Biomass Using Active and Passive Satel-lite Image in Pure Calabrian Pine (Pinus brutia Ten.) Stands (A Case Study in Anamur Forest Planning Unit). Bartın Orman Fakültesi Dergisi 25:1, pages 177-191.
Crossref
Taojun Wang, Melba M. Crawford & Mitchell R. Tuinstra. (2023) A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers. Frontiers in Plant Science 14.
Crossref
Afrah Kadem Salman & Kusay Abdulrazzak Wheib. (2023) The Relationship Between the Above-Ground Biomass and the Vegetation Cover Indices at Different Salinity Levels. IOP Conference Series: Earth and Environmental Science 1158:2, pages 022003.
Crossref
Muhammad Ari Purnomo Aji, Muhammad Kamal & Nur Mohammad Farda. (2023) Mangrove species mapping through phenological analysis using random forest algorithm on Google Earth Engine. Remote Sensing Applications: Society and Environment 30, pages 100978.
Crossref
Jianmin Shi, Wangfei Zhang, Armando Marino, Peng Zeng, Yongjie Ji, Han Zhao, Guoran Huang & Mengjin Wang. (2023) Forest total and component biomass retrieval via GA-SVR algorithm and quad-polarimetric SAR data. International Journal of Applied Earth Observation and Geoinformation 118, pages 103275.
Crossref
Zhaohua Liu, Jiangping Long, Hui Lin, Kai Du, Xiaodong Xu, Hao Liu, Peisong Yang, Tingchen Zhang & Zilin Ye. (2023) Interpretation and Mapping Tree Crown Diameter Using Spatial Heterogeneity in Relation to the Radiative Transfer Model Extracted from GF-2 Images in Planted Boreal Forest Ecosystems. Remote Sensing 15:7, pages 1806.
Crossref
Tingchen Zhang, Hui Lin, Jiangping Long, Huanna Zheng, Zilin Ye & Zhaohua Liu. (2023) Evaluating the Sensitivity of Polarimetric Features Related to Rotation Domain and Mapping Chinese Fir AGB Using Quad-Polarimetric SAR Images. Remote Sensing 15:6, pages 1519.
Crossref
Wenjun Liu, Cong Xu, Zhiming Zhang, Hans De Boeck, Yanfen Wang, Liankai Zhang, Xiongwei Xu, Chen Zhang, Guiren Chen & Can Xu. (2023) Machine learning-based grassland aboveground biomass estimation and its response to climate variation in Southwest China. Frontiers in Ecology and Evolution 11.
Crossref
Antonio Elia Pascarella, Giovanni Giacco, Mattia Rigiroli, Stefano Marrone & Carlo Sansone. (2023) ReUse: REgressive Unet for Carbon Storage and Above-Ground Biomass Estimation. Journal of Imaging 9:3, pages 61.
Crossref
Nan Wang, Min Sun, Junhong Ye, Jingyi Wang, Qinqin Liu & Mingshi Li. (2023) Spatial Downscaling of Forest Above-Ground Biomass Distribution Patterns Based on Landsat 8 OLI Images and a Multiscale Geographically Weighted Regression Algorithm. Forests 14:3, pages 526.
Crossref
Syeda Iqra Hassan, Muhammad Mansoor Alam, Usman Illahi & Mazliham Mohd Suud. (2023) A new deep learning-based technique for rice pest detection using remote sensing. PeerJ Computer Science 9, pages e1167.
Crossref
Martino E. Malerba, Micheli Duarte de Paula Costa, Daniel A. Friess, Lukas Schuster, Mary A. Young, David Lagomasino, Oscar Serrano, Sharyn M. Hickey, Paul H. York, Michael Rasheed, Jonathan S. Lefcheck, Ben Radford, Trisha B. Atwood, Daniel Ierodiaconou & Peter Macreadie. (2023) Remote sensing for cost-effective blue carbon accounting. Earth-Science Reviews 238, pages 104337.
Crossref
Daniel Gann & Jennifer Richards. (2022) Scaling of classification systems—effects of class precision on detection accuracy from medium resolution multispectral data. Landscape Ecology 38:3, pages 659-687.
Crossref
Shipra Shah & D. P. Sharma. (2023) Monitoring carbon stock changes in Solan Forest Division of Indian Western Himalayas. Environment, Development and Sustainability 26:3, pages 7881-7902.
Crossref
Cheng Deng, Fengfeng Ma, Xiaojun Xu, Baoqi Zhu, Ji Tao & Qingfen Li. (2023) Allocation Patterns and Temporal Dynamics of Chinese Fir Biomass in Hunan Province, China. Forests 14:2, pages 286.
Crossref
Bahre Gebru & Katarina Elofsson. (2023) The role of forest status in households’ fuel choice in Uganda. Energy Policy 173, pages 113390.
Crossref
Otávio Miranda Verly, Rodrigo Vieira Leite, Ivaldo da Silva Tavares-Junior, Samuel José Silva Soares da Rocha, Hélio Garcia Leite, José Marinaldo Gleriani, Maria Paula Miranda Xavier Rufino, Valéria de Fatima Silva, Carlos Moreira Miquelino Eleto Torres, Angelica Plata-Rueda, Bárbara Monteiro de Castro e Castro, José Cola Zanuncio & Laércio Antônio Gonçalves Jacovine. (2023) Atlantic forest woody carbon stock estimation for different successional stages using Sentinel-2 data. Ecological Indicators 146, pages 109870.
Crossref
Lu Li, Boqi Zhou, Yanfeng Liu, Yong Wu, Jing Tang, Weiheng Xu, Leiguang Wang & Guanglong Ou. (2023) Reduction in Uncertainty in Forest Aboveground Biomass Estimation Using Sentinel-2 Images: A Case Study of Pinus densata Forests in Shangri-La City, China. Remote Sensing 15:3, pages 559.
Crossref
Hui Lin, Wanguo Zhao, Jiangping Long, Zhaohua Liu, Peisong Yang, Tingchen Zhang, Zilin Ye, Qingyang Wang & Hamid Reza Matinfar. (2023) Mapping Forest Growing Stem Volume Using Novel Feature Evaluation Criteria Based on Spectral Saturation in Planted Chinese Fir Forest. Remote Sensing 15:2, pages 402.
Crossref
Oloiva Sousa, Maria Raquel Lucas & José Aranha. (2023) Análise do potencial de Angola para a instalação de centrais termoelétricas a biomassa vegetal. Revista de Economia e Sociologia Rural 61:spe.
Crossref
Yanjie Wu, Zhihui Mao, Lijie Guo, Chenrui Li & Lei Deng. (2023) Forest Volume Estimation Method Based on Allometric Growth Model and Multisource Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 8900-8912.
Crossref
Zhengyang Zhang, Lei Lu, Yuhe Zhao, Yuanyuan Wang, Dandan Wei, Xiaodan Wu & Xuanlong Ma. (2023) Recent advances in using Chinese Earth observation satellites for remote sensing of vegetation. ISPRS Journal of Photogrammetry and Remote Sensing 195, pages 393-407.
Crossref
Faheem Ahad, Parvez Ahmad Khan, Shiba Zahoor, Mehraj Ahmad Dar, Khawaja Naved Qaisar, Javeed Mugloo, Nageena Nazir & Akhlaq Amin Wani. 2023. Climate Change in the Himalayas. Climate Change in the Himalayas 73 88 .
Qinghua Guo, Yanjun Su & Tianyu Hu. 2023. LiDAR Principles, Processing and Applications in Forest Ecology. LiDAR Principles, Processing and Applications in Forest Ecology 1 22 .
Mohamed Musthafa, Gulab Singh & Praveen Kumar. (2022) Comparison of forest stand height interpolation of GEDI and ICESat-2 LiDAR measurements over tropical and sub-tropical forests in India. Environmental Monitoring and Assessment 195:1.
Crossref
Sunil Bhaskaran, Asami Minei, Jin Shin, Sanjiv Bhatia & Andrella Collins. 2023. Urban Metabolism and Climate Change. Urban Metabolism and Climate Change 297 324 .
Arief Darmawan, Nugraheni Setyaningrum, Afifuddin, Siti Arfah & Muhammad Iqbal Habibie. (2022) Is the Mangrove Restoration and Rehabilitation Program Successful in Riau Province, Indonesia?. Is the Mangrove Restoration and Rehabilitation Program Successful in Riau Province, Indonesia?.
Suman Sinha. (2022) A Review of Land Cover Information using H/A/Α Polarimetric Decomposition of Dual Pol Sar Data. Journal of Landscape Ecology 15:3, pages 19-35.
Crossref
Seid Muhe & Mekuria Argaw. (2022) Estimation of above-ground biomass in tropical afro-montane forest using Sentinel-2 derived indices. Environmental Systems Research 11:1.
Crossref
Ruusa M. David, Nick J. Rosser & Daniel N.M. Donoghue. (2022) Improving above ground biomass estimates of Southern Africa dryland forests by combining Sentinel-1 SAR and Sentinel-2 multispectral imagery. Remote Sensing of Environment 282, pages 113232.
Crossref
Abdelraouf M. Ali, Mohamed Abouelghar, A.A. Belal, Nasser Saleh, Mona Yones, Adel I. Selim, Mohamed E.S. Amin, Amany Elwesemy, Dmitry E. Kucher, Schubert Maginan & Igor Savin. (2022) Crop Yield Prediction Using Multi Sensors Remote Sensing (Review Article). The Egyptian Journal of Remote Sensing and Space Science 25:3, pages 711-716.
Crossref
Eduardo Velázquez, Carolina Martínez-Jaraíz, Charlotte Wheeler, Edward T. A. Mitchard & Felipe Bravo. (2022) Forest expansion in abandoned agricultural lands has limited effect to offset carbon emissions from Central-North Spain. Regional Environmental Change 22:4.
Crossref
Mthembeni Mngadi, John Odindi & Onisimo Mutanga. 2022. Advances in Remote Sensing for Forest Monitoring. Advances in Remote Sensing for Forest Monitoring 150 166 .

Displaying 200 of 804 citing articles. Use the download link below to view the full list of citing articles.

Download full citations list

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.